Lakshmi Kovvuri
Nov 2020
Now a days people are spending an increasing time on their mobile devices. But typing on mobile devices can be a serious pain sometimes. 'Swift key', our corporate partner in this capstone, builds a smart keyboard to make the typing easier. One corner stone of their smart keyboard is 'predictive text models'.
By using the basic Natural Language Processing (NLP) and n-gram model along with the knowledge acquired from data science specialization courses, we built a predictive model algorithm to be able to predict the next word.
Mile stone report for this project is in the following link:
https://rpubs.com/LakshmiKovvuri/671767
Shiny Application for this app is in the following link:
https://lakshmikovvuri.shinyapps.io/wordPredictorApp/
Source code for the prediction modeling algorithm and shiny app is in the following link:
https://github.com/Lakshmi-Kovvuri/Data-Science-Capstone-final-project
wordPredictorApp looks like as shown below: